Run your webpage through these 15 practical checks to review its access levels, structure, readability, and authority signals for AI search extraction.
Your robots.txt explicitly allows major AI crawler agents (like GPTBot, OAI-SearchBot, ClaudeBot, and PerplexityBot) if you want to be referenced in real-time answers.
The page does not contain meta robot noindex header tags or HTML tags that block AI crawlers or generic search bots from indexing the content.
The page is listed in your website's XML sitemap, ensuring crawlers can discover, crawl, and monitor updates to the page easily.
The page has one primary H1 for the page title, followed by logically nested H2s and H3s. Sub-headings are informative and describe the content that follows.
The layout uses native HTML5 tags (like <article>, <section>, and <main>) to separate content layers instead of relying entirely on nested generic divs.
Specs, specification sets, lists, and comparison grids are in native HTML tables (<table>, <th>, <td>) rather than images, allowing direct bot data parsing.
Steps, options, specs, and definitions are formatted in clean HTML unordered (<ul>) or ordered (<ol>) lists to guide sequential extraction.
Common query terms or questions are styled as header tags, followed immediately by direct, 1-3 sentence answers to facilitate chatbot extraction.
Core concepts are introduced with bold, single-sentence definitions near the beginning of paragraphs, making the "source of truth" easy to extract.
The primary conclusion, summary, or takeaways appear near the top of the page, rather than forcing crawlers to read the entire text to find answers.
Sentences are clear and direct, avoiding long-winded buzzwords and repetitive filler that complicates summarization tasks for LLM engines.
Page FAQ blocks contain matched Schema.org JSON-LD FAQPage markup to deliver explicit key-value pairs directly to search crawlers.
Page uses relevant structured data (e.g. Article, DefinedTermSet, Product) to specify relationships, authors, publish dates, and other entity attributes.
The page features a clear byline linked to a bio detailing the writer's professional experience, credentials, and authority on the topic.
The content references and links directly to reputable external documents, research papers, or official baseline files to back up factual claims.